Record, CLM, bronze and silver
CLM-431415
Received 2026-06-10T09:47:14Z, line 63,623 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Richards, Carolyn | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Richards | Changed |
| Date of birth | 1955-06-02 | 1955-06-02 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 4537340861·· | 4537340861 | Parsed |
| carolyn.richards67@proton.me | carolyn.richards67@proton.me | Unchanged | |
| Address | 7689 MARKET ST·· | 7689 Market St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43266-8727 | 43266 | Changed |
| Group | GRP-8829 | GRP-8829 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- carolyn|richards
- Address key
- 7689|market|43266
- Canonical first
- carolyn
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-431414 | 1.00 | Scored | — | Auto-linked |
| ENR-141241 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009251
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carolyn Richards, 1955-06-02, 3 records, Verified
Evidence
Matched against ENR-141241
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9acd6be2ef2026-10-19 19:54:38, scoring_agentidentity id MBR-009251, confidence 1, method probabilistic, matched record ENR-141241, policy version 1
- Record linked automatically946848ce612026-10-19 19:52:09, scoring_agentidentity id MBR-009251, confidence 1, method probabilistic, matched record ENR-141241, policy version 1
- Record linked automatically3f9000c9732026-10-19 19:45:42, scoring_agentidentity id MBR-009251, confidence 1, method probabilistic, matched record ENR-141241, policy version 1
- Record linked automatically4a8f99e7042026-10-19 19:32:31, scoring_agentidentity id MBR-009251, confidence 1, method probabilistic, matched record ENR-141241, policy version 1
- Record linked automatically677d7000bd2026-10-19 19:31:28, scoring_agentidentity id MBR-020663, confidence 0.993, method probabilistic, matched record PRV-29181, policy version 1